09 Aug
|
PW (PhysicsWallah)
|
Noida
09 Aug
PW (PhysicsWallah)
Noida
Job Title: AI Staff Data Scientist
Location: Noida / Bangalore
Experience: 7–12+ Years
Employment Type: Full-time
About PhysicsWallah:
PhysicsWallah (PW) is one of India's leading education technology companies, empowering millions of learners through creative digital learning solutions. We are building next-generation AI platforms to transform education through personalized learning, intelligent tutoring, content generation, and AI-powered learning experiences.
As an AI Staff Data Scientist , you will play a key technical leadership role in shaping our Generative AI and Large Language Model (LLM) initiatives. You will work closely with Product, Engineering, and AI teams to build scalable, production-grade AI systems that power experiences for millions of students.
If you're passionate about solving complex AI challenges and building state-of-the-art LLM applications at scale, we'd love to hear from you.
Roles & Responsibilities:
- Design, develop, and deploy production-grade Generative AI and LLM-powered applications.
- Architect and implement scalable Retrieval-Augmented Generation (RAG) pipelines for knowledge-intensive AI systems.
- Fine-tune foundation models using techniques such as LoRA, QLoRA, PEFT, and RLHF .
- Optimize LLM inference for latency, throughput, scalability, and infrastructure cost .
- Build intelligent Agentic AI and multi-agent systems capable of autonomous reasoning and task execution.
- Design scalable vector search architectures using modern vector databases.
- Develop robust evaluation pipelines, including LLM-as-a-Judge methodologies for automated quality assessment.
- Build and maintain end-to-end ML workflows, experimentation pipelines, and model observability.
- Collaborate with Product Managers, Engineering teams, and Data Scientists to translate business problems into AI-powered solutions.
- Drive architectural decisions, establish AI best practices, and mentor engineers across teams.
- Stay up to date with the latest advancements in Generative AI, LLM optimization, and model serving technologies.
Skills & Qualifications:
Required Skills:
Large Language Models & Generative AI
- Strong experience designing and deploying production-grade LLM applications.
- Hands-on expertise with:
- vLLM or Text Generation Inference (TGI) or SGLang
- Retrieval-Augmented Generation (RAG)
- LLM Fine-tuning
- LoRA , QLoRA , or PEFT
- Reinforcement Learning from Human Feedback (RLHF)
- Quantization and/or Distillation
- LLM-as-a-Judge evaluation frameworks
AI Frameworks Experience with one or more of the following:
- LangChain
- LangGraph
- LlamaIndex
Vector Databases Hands-on experience with one or more:
- Pinecone
- Weaviate
- pgvector
Deep Learning & Model Optimization
- Hugging Face Transformers
- PyTorch
- Flash Attention
- Transformer architectures
Agentic AI
Experience building
- AI Agents
- Multi-Agent Systems
- Autonomous AI workflows
MLOps & Experiment Tracking
Experience with
- MLflow
- Langfuse
- Weights & Biases (W&B;)
Performance Optimization
Strong understanding of
- LLM latency optimization
- LLM inference optimization
- GPU utilization
- Cost optimization for production AI systems
Qualifications
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or a related field.
- 7–12+ years of experience in Machine Learning, Data Science, AI Engineering, or related domains.
- Proven experience building and deploying AI solutions in production environments.
- Strong understanding of distributed systems, scalable architectures, and cloud platforms (AWS, Azure, or GCP).
- Excellent problem-solving, communication, and stakeholder management skills.
- Experience mentoring engineers and driving technical initiatives is highly preferred.
Why Join PhysicsWallah?
- Build AI products that impact millions of learners across India.
- Work on cutting-edge technologies in Generative AI, LLMs, Agentic AI, and RAG .
- Solve challenging real-world problems with large-scale AI systems.
- Collaborate with high-performing Product, Engineering, and AI teams.
- Enjoy a fast-paced, ownership-driven culture where innovation is encouraged.
- Lead strategic AI initiatives and influence the future of AI-powered education.
- Accelerate your career by working on some of the most impactful AI use cases in the EdTech ecosystem.
📌 Staff AI Engineer (Noida)
🏢 PW (PhysicsWallah)
📍 Noida